{"id":"W2995678807","doi":"10.1128/aac.01999-19","title":"Multidrug Adaptive Resistance of Pseudomonas aeruginosa Swarming Cells","year":2019,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada; University of British Columbia; Government of Canada","keywords":"Pseudomonas aeruginosa; Microbiology; Swarming (honey bee); Tetracycline; Swarming motility; Ciprofloxacin; Multiple drug resistance; Biology; Polymyxin; Antibiotics; Nalidixic acid; Chloramphenicol; Virulence; Bacteria; Quorum sensing; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001181719,0.000257927,0.0003697218,0.0002063536,0.0001667116,0.0002625743,0.0001646399,0.0001651935,0.0009201615],"category_scores_gemma":[0.0002508283,0.00009205857,0.0002559454,0.0001553183,0.0001217392,0.000170575,0.0003058737,0.0004324777,0.0002369769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525286,"about_ca_system_score_gemma":0.0001229191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009433954,"about_ca_topic_score_gemma":0.0005658818,"domain_scores_codex":[0.9997919,0.00004531185,0.00002280558,0.00003235609,0.00007051582,0.00003713421],"domain_scores_gemma":[0.9998345,0.00002855627,0.00003489783,0.00002932824,0.00004375833,0.00002884418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002328483,0.0000151026,0.0005288028,0.000007947068,0.000002259012,0.00002919057,0.00001592914,0.0000176118,0.9981753,0.00002353678,0.00001886303,0.00114228],"study_design_scores_gemma":[0.00001981846,0.0009815857,0.03897796,0.000008290451,0.00002176018,0.001084536,0.0001146544,0.002038154,0.953971,0.0001209797,0.002641693,0.00001965006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969581,0.0004256221,0.001653942,0.00008445424,0.00001089206,0.00002741946,0.0001279178,0.00004170756,0.0006698662],"genre_scores_gemma":[0.9969073,0.0002196914,0.00140931,0.00003889763,0.000007317366,0.00003377854,0.0003817975,0.00001186252,0.0009899003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009433954,"threshold_uncertainty_score":0.003078222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006794089888009977,"score_gpt":0.2255853423896244,"score_spread":0.2187912525016144,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}